From Structural Stability to Emergent Necessity in Complex Systems In every domain of science, from cosmology to neuroscience, a central question persists: how does order arise from apparent randomness? When examining galaxies, neural networks, ecosystems,… Emergent Necessity, Entropy, and the Hidden Architecture of Conscious Systems